Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 35753 |
| Missing cells | 763 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 15.0 MiB |
| Average record size in memory | 441.3 B |
Variable types
| Categorical | 6 |
|---|---|
| Numeric | 8 |
district has a high cardinality: 80 distinct values | High cardinality |
site_code has a high cardinality: 155 distinct values | High cardinality |
stock_initial is highly overall correlated with stock_distributed and 2 other fields | High correlation |
stock_distributed is highly overall correlated with stock_initial and 1 other fields | High correlation |
stock_end is highly overall correlated with stock_initial and 1 other fields | High correlation |
average_monthly_consumption is highly overall correlated with stock_initial and 2 other fields | High correlation |
region is highly overall correlated with district and 1 other fields | High correlation |
district is highly overall correlated with region and 1 other fields | High correlation |
site_type is highly overall correlated with region and 1 other fields | High correlation |
stock_ordered has 763 (2.1%) missing values | Missing |
stock_adjustment is highly skewed (γ1 = 23.37625509) | Skewed |
stock_ordered is highly skewed (γ1 = 39.96661947) | Skewed |
stock_initial has 12431 (34.8%) zeros | Zeros |
stock_received has 29360 (82.1%) zeros | Zeros |
stock_distributed has 17738 (49.6%) zeros | Zeros |
stock_adjustment has 34013 (95.1%) zeros | Zeros |
stock_end has 11976 (33.5%) zeros | Zeros |
average_monthly_consumption has 13191 (36.9%) zeros | Zeros |
stock_ordered has 21552 (60.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-02 16:39:59.330774 |
|---|---|
| Analysis finished | 2023-09-02 16:40:07.922186 |
| Duration | 8.59 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
year
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 2018 | |
|---|---|
| 2017 | |
| 2016 | |
| 2019 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 143012 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2019 |
|---|---|
| 2nd row | 2019 |
| 3rd row | 2019 |
| 4th row | 2019 |
| 5th row | 2019 |
Common Values
| Value | Count | Frequency (%) |
| 2018 | 11192 | |
| 2017 | 10356 | |
| 2016 | 8031 | |
| 2019 | 6174 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2018 | 11192 | |
| 2017 | 10356 | |
| 2016 | 8031 | |
| 2019 | 6174 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 35753 | |
| 0 | 35753 | |
| 1 | 35753 | |
| 8 | 11192 | 7.8% |
| 7 | 10356 | 7.2% |
| 6 | 8031 | 5.6% |
| 9 | 6174 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 143012 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 35753 | |
| 0 | 35753 | |
| 1 | 35753 | |
| 8 | 11192 | 7.8% |
| 7 | 10356 | 7.2% |
| 6 | 8031 | 5.6% |
| 9 | 6174 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 143012 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 35753 | |
| 0 | 35753 | |
| 1 | 35753 | |
| 8 | 11192 | 7.8% |
| 7 | 10356 | 7.2% |
| 6 | 8031 | 5.6% |
| 9 | 6174 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 143012 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 35753 | |
| 0 | 35753 | |
| 1 | 35753 | |
| 8 | 11192 | 7.8% |
| 7 | 10356 | 7.2% |
| 6 | 8031 | 5.6% |
| 9 | 6174 | 4.3% |
month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1694124 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 558.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4290791 |
|---|---|
| Coefficient of variation (CV) | 0.5558194 |
| Kurtosis | -1.1732673 |
| Mean | 6.1694124 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.16188637 |
| Sum | 220575 |
| Variance | 11.758583 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 3459 | |
| 5 | 3439 | |
| 4 | 3427 | |
| 3 | 3355 | |
| 2 | 3223 | |
| 1 | 3222 | |
| 12 | 2695 | |
| 11 | 2677 | |
| 10 | 2628 | |
| 9 | 2586 | |
| Other values (2) | 5042 |
| Value | Count | Frequency (%) |
| 1 | 3222 | |
| 2 | 3223 | |
| 3 | 3355 | |
| 4 | 3427 | |
| 5 | 3439 | |
| 6 | 3459 | |
| 7 | 2492 | |
| 8 | 2550 | |
| 9 | 2586 | |
| 10 | 2628 |
| Value | Count | Frequency (%) |
| 12 | 2695 | |
| 11 | 2677 | |
| 10 | 2628 | |
| 9 | 2586 | |
| 8 | 2550 | |
| 7 | 2492 | |
| 6 | 3459 | |
| 5 | 3439 | |
| 4 | 3427 | |
| 3 | 3355 |
region
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| ABIDJAN 2 | |
|---|---|
| ABIDJAN 1-GRANDS PONTS | |
| AGNEBY-TIASSA-ME | |
| PORO-TCHOLOGO-BAGOUE | |
| GBOKLE-NAWA-SAN PEDRO | |
| Other values (15) |
Length
| Max length | 23 |
|---|---|
| Median length | 20 |
| Mean length | 13.891366 |
| Min length | 3 |
Characters and Unicode
| Total characters | 496658 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | INDENIE-DJUABLIN |
|---|---|
| 2nd row | INDENIE-DJUABLIN |
| 3rd row | INDENIE-DJUABLIN |
| 4th row | INDENIE-DJUABLIN |
| 5th row | INDENIE-DJUABLIN |
Common Values
| Value | Count | Frequency (%) |
| ABIDJAN 2 | 6504 | |
| ABIDJAN 1-GRANDS PONTS | 4597 | |
| AGNEBY-TIASSA-ME | 2389 | 6.7% |
| PORO-TCHOLOGO-BAGOUE | 2319 | 6.5% |
| GBOKLE-NAWA-SAN PEDRO | 2266 | 6.3% |
| N'ZI-IFOU-MORONOU | 2132 | 6.0% |
| BELIER | 1625 | 4.5% |
| BOUNKANI-GONTOUGO | 1593 | 4.5% |
| SUD-COMOE | 1491 | 4.2% |
| HAUT-SASSANDRA | 1295 | 3.6% |
| Other values (10) | 9542 |
Length
| Value | Count | Frequency (%) |
| abidjan | 11101 | |
| 2 | 6504 | |
| 1-grands | 4597 | 8.6% |
| ponts | 4597 | 8.6% |
| agneby-tiassa-me | 2389 | 4.4% |
| poro-tchologo-bagoue | 2319 | 4.3% |
| gbokle-nawa-san | 2266 | 4.2% |
| pedro | 2266 | 4.2% |
| n'zi-ifou-moronou | 2132 | 4.0% |
| belier | 1625 | 3.0% |
| Other values (13) | 13921 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 60152 | 12.1% |
| O | 55720 | 11.2% |
| N | 43342 | 8.7% |
| - | 32822 | 6.6% |
| B | 27613 | 5.6% |
| I | 25728 | 5.2% |
| D | 24835 | 5.0% |
| G | 22926 | 4.6% |
| E | 22869 | 4.6% |
| S | 21614 | 4.4% |
| Other values (19) | 159037 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 432639 | |
| Dash Punctuation | 32822 | 6.6% |
| Space Separator | 17964 | 3.6% |
| Decimal Number | 11101 | 2.2% |
| Other Punctuation | 2132 | 0.4% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 60152 | |
| O | 55720 | |
| N | 43342 | |
| B | 27613 | 6.4% |
| I | 25728 | 5.9% |
| D | 24835 | 5.7% |
| G | 22926 | 5.3% |
| E | 22869 | 5.3% |
| S | 21614 | 5.0% |
| U | 20135 | 4.7% |
| Other values (14) | 107705 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 6504 | |
| 1 | 4597 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 32822 |
Space Separator
| Value | Count | Frequency (%) |
| 17964 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 2132 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 432639 | |
| Common | 64019 | 12.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 60152 | |
| O | 55720 | |
| N | 43342 | |
| B | 27613 | 6.4% |
| I | 25728 | 5.9% |
| D | 24835 | 5.7% |
| G | 22926 | 5.3% |
| E | 22869 | 5.3% |
| S | 21614 | 5.0% |
| U | 20135 | 4.7% |
| Other values (14) | 107705 |
Common
| Value | Count | Frequency (%) |
| - | 32822 | |
| 17964 | ||
| 2 | 6504 | 10.2% |
| 1 | 4597 | 7.2% |
| ' | 2132 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 496658 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 60152 | 12.1% |
| O | 55720 | 11.2% |
| N | 43342 | 8.7% |
| - | 32822 | 6.6% |
| B | 27613 | 5.6% |
| I | 25728 | 5.2% |
| D | 24835 | 5.0% |
| G | 22926 | 4.6% |
| E | 22869 | 4.6% |
| S | 21614 | 4.4% |
| Other values (19) | 159037 |
district
Categorical
HIGH CARDINALITY  HIGH CORRELATION 
| Distinct | 80 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| KOUMASSI-PORT BOUET-VRIDI | 2315 |
|---|---|
| COCODY-BINGERVILLE | 2016 |
| ADJAME-PLATEAU-ATTECOUBE | 1616 |
| YOPOUGON-OUEST-SONGON | 1366 |
| ABOBO-EST | 1298 |
| Other values (75) |
Length
| Max length | 25 |
|---|---|
| Median length | 19 |
| Mean length | 10.836629 |
| Min length | 3 |
Characters and Unicode
| Total characters | 387442 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ABENGOUROU |
|---|---|
| 2nd row | ABENGOUROU |
| 3rd row | ABENGOUROU |
| 4th row | ABENGOUROU |
| 5th row | ABENGOUROU |
Common Values
| Value | Count | Frequency (%) |
| KOUMASSI-PORT BOUET-VRIDI | 2315 | 6.5% |
| COCODY-BINGERVILLE | 2016 | 5.6% |
| ADJAME-PLATEAU-ATTECOUBE | 1616 | 4.5% |
| YOPOUGON-OUEST-SONGON | 1366 | 3.8% |
| ABOBO-EST | 1298 | 3.6% |
| SOUBRE | 1058 | 3.0% |
| TANDA | 937 | 2.6% |
| TIASSALE | 845 | 2.4% |
| YOPOUGON-EST | 800 | 2.2% |
| GAGNOA | 800 | 2.2% |
| Other values (70) | 22702 |
Length
| Value | Count | Frequency (%) |
| koumassi-port | 2315 | 6.0% |
| bouet-vridi | 2315 | 6.0% |
| cocody-bingerville | 2016 | 5.2% |
| adjame-plateau-attecoube | 1616 | 4.2% |
| yopougon-ouest-songon | 1366 | 3.5% |
| abobo-est | 1298 | 3.4% |
| soubre | 1058 | 2.7% |
| tanda | 937 | 2.4% |
| tiassale | 845 | 2.2% |
| gagnoa | 800 | 2.1% |
| Other values (73) | 23970 |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 53186 | |
| A | 41404 | 10.7% |
| E | 30982 | 8.0% |
| U | 28152 | 7.3% |
| I | 24107 | 6.2% |
| S | 20980 | 5.4% |
| N | 20414 | 5.3% |
| T | 18688 | 4.8% |
| B | 17292 | 4.5% |
| - | 16780 | 4.3% |
| Other values (17) | 115457 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 367594 | |
| Dash Punctuation | 16780 | 4.3% |
| Space Separator | 2783 | 0.7% |
| Other Punctuation | 285 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 53186 | |
| A | 41404 | |
| E | 30982 | 8.4% |
| U | 28152 | 7.7% |
| I | 24107 | 6.6% |
| S | 20980 | 5.7% |
| N | 20414 | 5.6% |
| T | 18688 | 5.1% |
| B | 17292 | 4.7% |
| R | 15822 | 4.3% |
| Other values (14) | 96567 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 16780 |
Space Separator
| Value | Count | Frequency (%) |
| 2783 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 285 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 367594 | |
| Common | 19848 | 5.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 53186 | |
| A | 41404 | |
| E | 30982 | 8.4% |
| U | 28152 | 7.7% |
| I | 24107 | 6.6% |
| S | 20980 | 5.7% |
| N | 20414 | 5.6% |
| T | 18688 | 5.1% |
| B | 17292 | 4.7% |
| R | 15822 | 4.3% |
| Other values (14) | 96567 |
Common
| Value | Count | Frequency (%) |
| - | 16780 | |
| 2783 | 14.0% | |
| ' | 285 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 387442 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 53186 | |
| A | 41404 | 10.7% |
| E | 30982 | 8.0% |
| U | 28152 | 7.3% |
| I | 24107 | 6.2% |
| S | 20980 | 5.4% |
| N | 20414 | 5.3% |
| T | 18688 | 4.8% |
| B | 17292 | 4.5% |
| - | 16780 | 4.3% |
| Other values (17) | 115457 |
site_code
Categorical
| Distinct | 155 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| C1015 | 416 |
|---|---|
| C1087 | 413 |
| C1030 | 405 |
| C1055 | 404 |
| C1112 | 398 |
| Other values (150) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 178765 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C4001 |
|---|---|
| 2nd row | C4001 |
| 3rd row | C4001 |
| 4th row | C4001 |
| 5th row | C4001 |
Common Values
| Value | Count | Frequency (%) |
| C1015 | 416 | 1.2% |
| C1087 | 413 | 1.2% |
| C1030 | 405 | 1.1% |
| C1055 | 404 | 1.1% |
| C1112 | 398 | 1.1% |
| C1077 | 392 | 1.1% |
| C1090 | 385 | 1.1% |
| C5063 | 381 | 1.1% |
| C2011 | 373 | 1.0% |
| C1027 | 366 | 1.0% |
| Other values (145) | 31820 |
Length
| Value | Count | Frequency (%) |
| c1015 | 416 | 1.2% |
| c1087 | 413 | 1.2% |
| c1030 | 405 | 1.1% |
| c1055 | 404 | 1.1% |
| c1112 | 398 | 1.1% |
| c1077 | 392 | 1.1% |
| c1090 | 385 | 1.1% |
| c5063 | 381 | 1.1% |
| c2011 | 373 | 1.0% |
| c1027 | 366 | 1.0% |
| Other values (145) | 31820 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 41361 | |
| C | 35753 | |
| 1 | 29393 | |
| 2 | 18278 | |
| 5 | 10153 | 5.7% |
| 4 | 9087 | 5.1% |
| 6 | 9066 | 5.1% |
| 3 | 8344 | 4.7% |
| 7 | 6348 | 3.6% |
| 8 | 5750 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 143012 | |
| Uppercase Letter | 35753 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 41361 | |
| 1 | 29393 | |
| 2 | 18278 | |
| 5 | 10153 | 7.1% |
| 4 | 9087 | 6.4% |
| 6 | 9066 | 6.3% |
| 3 | 8344 | 5.8% |
| 7 | 6348 | 4.4% |
| 8 | 5750 | 4.0% |
| 9 | 5232 | 3.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 35753 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 143012 | |
| Latin | 35753 | 20.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 41361 | |
| 1 | 29393 | |
| 2 | 18278 | |
| 5 | 10153 | 7.1% |
| 4 | 9087 | 6.4% |
| 6 | 9066 | 6.3% |
| 3 | 8344 | 5.8% |
| 7 | 6348 | 4.4% |
| 8 | 5750 | 4.0% |
| 9 | 5232 | 3.7% |
Latin
| Value | Count | Frequency (%) |
| C | 35753 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 178765 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 41361 | |
| C | 35753 | |
| 1 | 29393 | |
| 2 | 18278 | |
| 5 | 10153 | 5.7% |
| 4 | 9087 | 5.1% |
| 6 | 9066 | 5.1% |
| 3 | 8344 | 4.7% |
| 7 | 6348 | 3.6% |
| 8 | 5750 | 3.2% |
product_code
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| AS27133 | |
|---|---|
| AS27000 | |
| AS27134 | |
| AS27137 | |
| AS27132 | |
| Other values (6) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 250271 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AS27134 |
|---|---|
| 2nd row | AS27132 |
| 3rd row | AS27000 |
| 4th row | AS27137 |
| 5th row | AS27138 |
Common Values
| Value | Count | Frequency (%) |
| AS27133 | 5368 | |
| AS27000 | 5259 | |
| AS27134 | 4708 | |
| AS27137 | 4449 | |
| AS27132 | 4436 | |
| AS27138 | 4060 | |
| AS27139 | 2347 | |
| AS46000 | 1981 | 5.5% |
| AS42018 | 1550 | 4.3% |
| AS17005 | 1248 | 3.5% |
Length
| Value | Count | Frequency (%) |
| as27133 | 5368 | |
| as27000 | 5259 | |
| as27134 | 4708 | |
| as27137 | 4449 | |
| as27132 | 4436 | |
| as27138 | 4060 | |
| as27139 | 2347 | |
| as46000 | 1981 | 5.5% |
| as42018 | 1550 | 4.3% |
| as17005 | 1248 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 37307 | |
| 7 | 36324 | |
| A | 35753 | |
| S | 35753 | |
| 3 | 30736 | |
| 1 | 28860 | |
| 0 | 25766 | |
| 4 | 8239 | 3.3% |
| 8 | 5610 | 2.2% |
| 9 | 2347 | 0.9% |
| Other values (2) | 3576 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 178765 | |
| Uppercase Letter | 71506 | 28.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 37307 | |
| 7 | 36324 | |
| 3 | 30736 | |
| 1 | 28860 | |
| 0 | 25766 | |
| 4 | 8239 | 4.6% |
| 8 | 5610 | 3.1% |
| 9 | 2347 | 1.3% |
| 6 | 2328 | 1.3% |
| 5 | 1248 | 0.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 35753 | |
| S | 35753 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 178765 | |
| Latin | 71506 | 28.6% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 37307 | |
| 7 | 36324 | |
| 3 | 30736 | |
| 1 | 28860 | |
| 0 | 25766 | |
| 4 | 8239 | 4.6% |
| 8 | 5610 | 3.1% |
| 9 | 2347 | 1.3% |
| 6 | 2328 | 1.3% |
| 5 | 1248 | 0.7% |
Latin
| Value | Count | Frequency (%) |
| A | 35753 | |
| S | 35753 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 250271 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 37307 | |
| 7 | 36324 | |
| A | 35753 | |
| S | 35753 | |
| 3 | 30736 | |
| 1 | 28860 | |
| 0 | 25766 | |
| 4 | 8239 | 3.3% |
| 8 | 5610 | 2.2% |
| 9 | 2347 | 0.9% |
| Other values (2) | 3576 | 1.4% |
stock_initial
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 798 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.245518 |
| Minimum | 0 |
|---|---|
| Maximum | 4320 |
| Zeros | 12431 |
| Zeros (%) | 34.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 558.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12 |
| Q3 | 69 |
| 95-th percentile | 252 |
| Maximum | 4320 |
| Range | 4320 |
| Interquartile range (IQR) | 69 |
Descriptive statistics
| Standard deviation | 168.66154 |
|---|---|
| Coefficient of variation (CV) | 2.6667746 |
| Kurtosis | 140.02872 |
| Mean | 63.245518 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 9.4428505 |
| Sum | 2261217 |
| Variance | 28446.715 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12431 | |
| 10 | 957 | 2.7% |
| 1 | 829 | 2.3% |
| 100 | 696 | 1.9% |
| 2 | 648 | 1.8% |
| 20 | 615 | 1.7% |
| 30 | 546 | 1.5% |
| 50 | 514 | 1.4% |
| 3 | 489 | 1.4% |
| 5 | 463 | 1.3% |
| Other values (788) | 17565 |
| Value | Count | Frequency (%) |
| 0 | 12431 | |
| 1 | 829 | 2.3% |
| 2 | 648 | 1.8% |
| 3 | 489 | 1.4% |
| 4 | 381 | 1.1% |
| 5 | 463 | 1.3% |
| 6 | 327 | 0.9% |
| 7 | 325 | 0.9% |
| 8 | 364 | 1.0% |
| 9 | 387 | 1.1% |
| Value | Count | Frequency (%) |
| 4320 | 5 | < 0.1% |
| 3428 | 1 | < 0.1% |
| 3061 | 1 | < 0.1% |
| 3039 | 1 | < 0.1% |
| 3024 | 1 | < 0.1% |
| 3015 | 1 | < 0.1% |
| 2709 | 1 | < 0.1% |
| 2691 | 2 | < 0.1% |
| 2632 | 1 | < 0.1% |
| 2592 | 21 |
stock_received
Real number (ℝ)
| Distinct | 259 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.846055 |
| Minimum | 0 |
|---|---|
| Maximum | 3534 |
| Zeros | 29360 |
| Zeros (%) | 82.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 558.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 100 |
| Maximum | 3534 |
| Range | 3534 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 70.631782 |
|---|---|
| Coefficient of variation (CV) | 4.7576129 |
| Kurtosis | 451.68429 |
| Mean | 14.846055 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.620155 |
| Sum | 530791 |
| Variance | 4988.8487 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 29360 | |
| 100 | 962 | 2.7% |
| 10 | 728 | 2.0% |
| 50 | 557 | 1.6% |
| 20 | 484 | 1.4% |
| 30 | 384 | 1.1% |
| 25 | 269 | 0.8% |
| 200 | 250 | 0.7% |
| 1 | 170 | 0.5% |
| 5 | 158 | 0.4% |
| Other values (249) | 2431 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 29360 | |
| 1 | 170 | 0.5% |
| 2 | 128 | 0.4% |
| 3 | 97 | 0.3% |
| 4 | 74 | 0.2% |
| 5 | 158 | 0.4% |
| 6 | 52 | 0.1% |
| 7 | 56 | 0.2% |
| 8 | 16 | < 0.1% |
| 9 | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 3534 | 1 | |
| 3024 | 1 | |
| 2500 | 1 | |
| 2160 | 1 | |
| 1824 | 1 | |
| 1800 | 2 | |
| 1623 | 1 | |
| 1550 | 1 | |
| 1536 | 1 | |
| 1500 | 1 |
stock_distributed
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 338 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.764327 |
| Minimum | 0 |
|---|---|
| Maximum | 1728 |
| Zeros | 17738 |
| Zeros (%) | 49.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 558.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 13 |
| 95-th percentile | 71 |
| Maximum | 1728 |
| Range | 1728 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 39.848242 |
|---|---|
| Coefficient of variation (CV) | 2.6989541 |
| Kurtosis | 214.36183 |
| Mean | 14.764327 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 9.8685132 |
| Sum | 527869 |
| Variance | 1587.8824 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17738 | |
| 1 | 1388 | 3.9% |
| 2 | 1088 | 3.0% |
| 10 | 1023 | 2.9% |
| 3 | 976 | 2.7% |
| 5 | 820 | 2.3% |
| 4 | 693 | 1.9% |
| 6 | 657 | 1.8% |
| 7 | 538 | 1.5% |
| 20 | 505 | 1.4% |
| Other values (328) | 10327 |
| Value | Count | Frequency (%) |
| 0 | 17738 | |
| 1 | 1388 | 3.9% |
| 2 | 1088 | 3.0% |
| 3 | 976 | 2.7% |
| 4 | 693 | 1.9% |
| 5 | 820 | 2.3% |
| 6 | 657 | 1.8% |
| 7 | 538 | 1.5% |
| 8 | 461 | 1.3% |
| 9 | 485 | 1.4% |
| Value | Count | Frequency (%) |
| 1728 | 1 | |
| 1183 | 1 | |
| 1085 | 1 | |
| 1008 | 1 | |
| 1000 | 1 | |
| 960 | 1 | |
| 880 | 1 | |
| 864 | 1 | |
| 800 | 1 | |
| 720 | 1 |
stock_adjustment
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 389 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.96115011 |
| Minimum | -1440 |
|---|---|
| Maximum | 3003 |
| Zeros | 34013 |
| Zeros (%) | 95.1% |
| Negative | 585 |
| Negative (%) | 1.6% |
| Memory size | 558.6 KiB |
Quantile statistics
| Minimum | -1440 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3003 |
| Range | 4443 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 37.883099 |
|---|---|
| Coefficient of variation (CV) | 39.414342 |
| Kurtosis | 2008.8713 |
| Mean | 0.96115011 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.376255 |
| Sum | 34364 |
| Variance | 1435.1292 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34013 | |
| 10 | 87 | 0.2% |
| 1 | 62 | 0.2% |
| 2 | 51 | 0.1% |
| 20 | 51 | 0.1% |
| -1 | 49 | 0.1% |
| 25 | 43 | 0.1% |
| 100 | 42 | 0.1% |
| 50 | 41 | 0.1% |
| 3 | 40 | 0.1% |
| Other values (379) | 1274 | 3.6% |
| Value | Count | Frequency (%) |
| -1440 | 2 | |
| -817 | 1 | |
| -747 | 1 | |
| -720 | 1 | |
| -696 | 1 | |
| -661 | 1 | |
| -600 | 1 | |
| -588 | 1 | |
| -576 | 1 | |
| -510 | 1 |
| Value | Count | Frequency (%) |
| 3003 | 1 | |
| 2574 | 1 | |
| 1440 | 1 | |
| 1287 | 1 | |
| 1085 | 1 | |
| 894 | 1 | |
| 852 | 1 | |
| 818 | 1 | |
| 673 | 1 | |
| 600 | 1 |
stock_end
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 804 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.288395 |
| Minimum | 0 |
|---|---|
| Maximum | 4320 |
| Zeros | 11976 |
| Zeros (%) | 33.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 558.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 13 |
| Q3 | 70 |
| 95-th percentile | 254 |
| Maximum | 4320 |
| Range | 4320 |
| Interquartile range (IQR) | 70 |
Descriptive statistics
| Standard deviation | 170.84848 |
|---|---|
| Coefficient of variation (CV) | 2.6575322 |
| Kurtosis | 137.74798 |
| Mean | 64.288395 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 9.4180673 |
| Sum | 2298503 |
| Variance | 29189.203 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11976 | |
| 10 | 977 | 2.7% |
| 1 | 833 | 2.3% |
| 100 | 694 | 1.9% |
| 2 | 652 | 1.8% |
| 20 | 626 | 1.8% |
| 30 | 552 | 1.5% |
| 50 | 526 | 1.5% |
| 3 | 500 | 1.4% |
| 5 | 486 | 1.4% |
| Other values (794) | 17931 |
| Value | Count | Frequency (%) |
| 0 | 11976 | |
| 1 | 833 | 2.3% |
| 2 | 652 | 1.8% |
| 3 | 500 | 1.4% |
| 4 | 388 | 1.1% |
| 5 | 486 | 1.4% |
| 6 | 335 | 0.9% |
| 7 | 337 | 0.9% |
| 8 | 372 | 1.0% |
| 9 | 396 | 1.1% |
| Value | Count | Frequency (%) |
| 4320 | 5 | |
| 3428 | 1 | < 0.1% |
| 3061 | 1 | < 0.1% |
| 3039 | 1 | < 0.1% |
| 3024 | 1 | < 0.1% |
| 3015 | 1 | < 0.1% |
| 3000 | 1 | < 0.1% |
| 2709 | 1 | < 0.1% |
| 2691 | 2 | < 0.1% |
| 2632 | 1 | < 0.1% |
average_monthly_consumption
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 313 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.606439 |
| Minimum | 0 |
|---|---|
| Maximum | 864 |
| Zeros | 13191 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 558.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 16 |
| 95-th percentile | 65 |
| Maximum | 864 |
| Range | 864 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 32.521384 |
|---|---|
| Coefficient of variation (CV) | 2.2265101 |
| Kurtosis | 68.435678 |
| Mean | 14.606439 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 6.2185845 |
| Sum | 522224 |
| Variance | 1057.6404 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13191 | |
| 1 | 1999 | 5.6% |
| 3 | 1767 | 4.9% |
| 2 | 1567 | 4.4% |
| 7 | 1078 | 3.0% |
| 4 | 1003 | 2.8% |
| 8 | 928 | 2.6% |
| 5 | 903 | 2.5% |
| 10 | 761 | 2.1% |
| 6 | 749 | 2.1% |
| Other values (303) | 11807 |
| Value | Count | Frequency (%) |
| 0 | 13191 | |
| 1 | 1999 | 5.6% |
| 2 | 1567 | 4.4% |
| 3 | 1767 | 4.9% |
| 4 | 1003 | 2.8% |
| 5 | 903 | 2.5% |
| 6 | 749 | 2.1% |
| 7 | 1078 | 3.0% |
| 8 | 928 | 2.6% |
| 9 | 602 | 1.7% |
| Value | Count | Frequency (%) |
| 864 | 1 | |
| 816 | 1 | |
| 624 | 1 | |
| 600 | 1 | |
| 567 | 2 | |
| 496 | 1 | |
| 467 | 1 | |
| 456 | 1 | |
| 432 | 1 | |
| 400 | 2 |
stock_ordered
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 333 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 763 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.658102 |
| Minimum | 0 |
|---|---|
| Maximum | 10240 |
| Zeros | 21552 |
| Zeros (%) | 60.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 558.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 20 |
| 95-th percentile | 120 |
| Maximum | 10240 |
| Range | 10240 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 107.16608 |
|---|---|
| Coefficient of variation (CV) | 4.0200192 |
| Kurtosis | 2976.5893 |
| Mean | 26.658102 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 39.966619 |
| Sum | 932767 |
| Variance | 11484.569 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21552 | |
| 100 | 1765 | 4.9% |
| 10 | 1729 | 4.8% |
| 50 | 1319 | 3.7% |
| 20 | 1139 | 3.2% |
| 30 | 869 | 2.4% |
| 200 | 498 | 1.4% |
| 5 | 437 | 1.2% |
| 1 | 421 | 1.2% |
| 25 | 404 | 1.1% |
| Other values (323) | 4857 | 13.6% |
| (Missing) | 763 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 21552 | |
| 1 | 421 | 1.2% |
| 2 | 322 | 0.9% |
| 3 | 259 | 0.7% |
| 4 | 159 | 0.4% |
| 5 | 437 | 1.2% |
| 6 | 178 | 0.5% |
| 7 | 49 | 0.1% |
| 8 | 82 | 0.2% |
| 9 | 79 | 0.2% |
| Value | Count | Frequency (%) |
| 10240 | 1 | < 0.1% |
| 6000 | 1 | < 0.1% |
| 5000 | 2 | < 0.1% |
| 3000 | 2 | < 0.1% |
| 2525 | 1 | < 0.1% |
| 2448 | 1 | < 0.1% |
| 2000 | 5 | |
| 1600 | 2 | < 0.1% |
| 1550 | 1 | < 0.1% |
| 1500 | 2 | < 0.1% |
site_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| Hospital | |
|---|---|
| Health Center | |
| University Hospital/National Institute | 642 |
Length
| Max length | 38 |
|---|---|
| Median length | 8 |
| Mean length | 9.9836098 |
| Min length | 8 |
Characters and Unicode
| Total characters | 356944 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Hospital |
|---|---|
| 2nd row | Hospital |
| 3rd row | Hospital |
| 4th row | Hospital |
| 5th row | Hospital |
Common Values
| Value | Count | Frequency (%) |
| Hospital | 24779 | |
| Health Center | 10332 | |
| University Hospital/National Institute | 642 | 1.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| hospital | 24779 | |
| health | 10332 | |
| center | 10332 | |
| university | 642 | 1.4% |
| hospital/national | 642 | 1.4% |
| institute | 642 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 49295 | |
| a | 37037 | |
| l | 36395 | |
| H | 35753 | |
| e | 32280 | |
| i | 27989 | |
| s | 26705 | |
| o | 26063 | |
| p | 25421 | |
| n | 12258 | 3.4% |
| Other values (11) | 47748 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 296675 | |
| Uppercase Letter | 48011 | 13.5% |
| Space Separator | 11616 | 3.3% |
| Other Punctuation | 642 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 49295 | |
| a | 37037 | |
| l | 36395 | |
| e | 32280 | |
| i | 27989 | |
| s | 26705 | |
| o | 26063 | |
| p | 25421 | |
| n | 12258 | 4.1% |
| r | 10974 | 3.7% |
| Other values (4) | 12258 | 4.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 35753 | |
| C | 10332 | 21.5% |
| U | 642 | 1.3% |
| N | 642 | 1.3% |
| I | 642 | 1.3% |
Space Separator
| Value | Count | Frequency (%) |
| 11616 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 642 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 344686 | |
| Common | 12258 | 3.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 49295 | |
| a | 37037 | |
| l | 36395 | |
| H | 35753 | |
| e | 32280 | |
| i | 27989 | |
| s | 26705 | |
| o | 26063 | |
| p | 25421 | |
| n | 12258 | 3.6% |
| Other values (9) | 35490 |
Common
| Value | Count | Frequency (%) |
| 11616 | ||
| / | 642 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 356944 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 49295 | |
| a | 37037 | |
| l | 36395 | |
| H | 35753 | |
| e | 32280 | |
| i | 27989 | |
| s | 26705 | |
| o | 26063 | |
| p | 25421 | |
| n | 12258 | 3.4% |
| Other values (11) | 47748 |
| month | stock_initial | stock_received | stock_distributed | stock_adjustment | stock_end | average_monthly_consumption | stock_ordered | year | region | district | product_code | site_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| month | 1.000 | 0.038 | 0.029 | 0.014 | -0.023 | 0.036 | 0.008 | -0.032 | 0.234 | 0.000 | 0.000 | 0.030 | 0.011 |
| stock_initial | 0.038 | 1.000 | -0.042 | 0.586 | -0.083 | 0.808 | 0.579 | -0.103 | 0.021 | 0.053 | 0.120 | 0.069 | 0.026 |
| stock_received | 0.029 | -0.042 | 1.000 | 0.282 | -0.001 | 0.300 | 0.294 | 0.057 | 0.006 | 0.013 | 0.025 | 0.026 | 0.000 |
| stock_distributed | 0.014 | 0.586 | 0.282 | 1.000 | 0.056 | 0.490 | 0.809 | 0.248 | 0.016 | 0.034 | 0.080 | 0.044 | 0.000 |
| stock_adjustment | -0.023 | -0.083 | -0.001 | 0.056 | 1.000 | 0.086 | 0.052 | -0.006 | 0.019 | 0.009 | 0.030 | 0.022 | 0.023 |
| stock_end | 0.036 | 0.808 | 0.300 | 0.490 | 0.086 | 1.000 | 0.527 | -0.235 | 0.020 | 0.053 | 0.120 | 0.070 | 0.027 |
| average_monthly_consumption | 0.008 | 0.579 | 0.294 | 0.809 | 0.052 | 0.527 | 1.000 | 0.274 | 0.018 | 0.053 | 0.122 | 0.068 | 0.009 |
| stock_ordered | -0.032 | -0.103 | 0.057 | 0.248 | -0.006 | -0.235 | 0.274 | 1.000 | 0.011 | 0.029 | 0.065 | 0.020 | 0.000 |
| year | 0.234 | 0.021 | 0.006 | 0.016 | 0.019 | 0.020 | 0.018 | 0.011 | 1.000 | 0.055 | 0.099 | 0.122 | 0.055 |
| region | 0.000 | 0.053 | 0.013 | 0.034 | 0.009 | 0.053 | 0.053 | 0.029 | 0.055 | 1.000 | 0.999 | 0.071 | 0.560 |
| district | 0.000 | 0.120 | 0.025 | 0.080 | 0.030 | 0.120 | 0.122 | 0.065 | 0.099 | 0.999 | 1.000 | 0.130 | 0.735 |
| product_code | 0.030 | 0.069 | 0.026 | 0.044 | 0.022 | 0.070 | 0.068 | 0.020 | 0.122 | 0.071 | 0.130 | 1.000 | 0.051 |
| site_type | 0.011 | 0.026 | 0.000 | 0.000 | 0.023 | 0.027 | 0.009 | 0.000 | 0.055 | 0.560 | 0.735 | 0.051 | 1.000 |
| year | month | region | district | site_code | product_code | stock_initial | stock_received | stock_distributed | stock_adjustment | stock_end | average_monthly_consumption | stock_ordered | site_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2019 | 1 | INDENIE-DJUABLIN | ABENGOUROU | C4001 | AS27134 | 75 | 0 | 21 | -54 | 0 | 18 | 100.0 | Hospital |
| 1 | 2019 | 1 | INDENIE-DJUABLIN | ABENGOUROU | C4001 | AS27132 | 3 | 0 | 3 | 0 | 0 | 2 | 10.0 | Hospital |
| 2 | 2019 | 1 | INDENIE-DJUABLIN | ABENGOUROU | C4001 | AS27000 | 0 | 75 | 22 | 0 | 53 | 9 | 0.0 | Hospital |
| 3 | 2019 | 1 | INDENIE-DJUABLIN | ABENGOUROU | C4001 | AS27137 | 2 | 0 | 0 | 0 | 2 | 0 | 0.0 | Hospital |
| 4 | 2019 | 1 | INDENIE-DJUABLIN | ABENGOUROU | C4001 | AS27138 | 45 | 0 | 2 | 0 | 43 | 1 | 0.0 | Hospital |
| 5 | 2019 | 1 | INDENIE-DJUABLIN | ABENGOUROU | C4001 | AS27133 | 50 | 50 | 19 | 0 | 81 | 6 | 0.0 | Hospital |
| 6 | 2019 | 1 | INDENIE-DJUABLIN | ABENGOUROU | C4023 | AS27000 | 40 | 0 | 0 | 0 | 40 | 10 | 0.0 | Health Center |
| 7 | 2019 | 1 | INDENIE-DJUABLIN | ABENGOUROU | C4023 | AS27133 | 150 | 0 | 29 | 0 | 121 | 51 | 0.0 | Health Center |
| 8 | 2019 | 2 | INDENIE-DJUABLIN | ABENGOUROU | C4001 | AS27134 | 0 | 0 | 0 | 0 | 0 | 18 | 100.0 | Hospital |
| 9 | 2019 | 2 | INDENIE-DJUABLIN | ABENGOUROU | C4001 | AS27132 | 0 | 0 | 0 | 0 | 0 | 2 | 10.0 | Hospital |
| year | month | region | district | site_code | product_code | stock_initial | stock_received | stock_distributed | stock_adjustment | stock_end | average_monthly_consumption | stock_ordered | site_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 35743 | 2016 | 10 | LOH-DJIBOUA | GUITRY | C2055 | AS27134 | 0 | 100 | 9 | 0 | 91 | 3 | 0.0 | Hospital |
| 35744 | 2016 | 10 | LOH-DJIBOUA | GUITRY | C2055 | AS17005 | 46 | 0 | 0 | 0 | 46 | 0 | 0.0 | Hospital |
| 35745 | 2016 | 7 | LOH-DJIBOUA | GUITRY | C2055 | AS27137 | 13 | 0 | 5 | 0 | 8 | 3 | 0.0 | Hospital |
| 35746 | 2016 | 7 | LOH-DJIBOUA | GUITRY | C2055 | AS27139 | 0 | 0 | 0 | 0 | 0 | 0 | 100.0 | Hospital |
| 35747 | 2016 | 7 | LOH-DJIBOUA | GUITRY | C2055 | AS27000 | 18 | 10 | 15 | 0 | 13 | 16 | 10.0 | Hospital |
| 35748 | 2016 | 7 | LOH-DJIBOUA | GUITRY | C2055 | AS27133 | 0 | 50 | 25 | 0 | 25 | 8 | 25.0 | Hospital |
| 35749 | 2016 | 7 | LOH-DJIBOUA | GUITRY | C2055 | AS27138 | 150 | 0 | 0 | 0 | 150 | 0 | 0.0 | Hospital |
| 35750 | 2016 | 7 | LOH-DJIBOUA | GUITRY | C2055 | AS27132 | 1 | 10 | 4 | 0 | 7 | 13 | 0.0 | Hospital |
| 35751 | 2016 | 7 | LOH-DJIBOUA | GUITRY | C2055 | AS27134 | 8 | 0 | 8 | 0 | 0 | 10 | 0.0 | Hospital |
| 35752 | 2016 | 7 | LOH-DJIBOUA | GUITRY | C2055 | AS17005 | 48 | 0 | 2 | 0 | 46 | 1 | 0.0 | Hospital |